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» Splitting of Learnable Classes
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ICGI
2010
Springer
13 years 6 months ago
Splitting of Learnable Classes
Hongyang Li, Frank Stephan
COLT
2007
Springer
13 years 11 months ago
Mitotic Classes
For the natural notion of splitting classes into two disjoint subclasses via a recursive classifier working on texts, the question is addressed how these splittings can look in th...
Sanjay Jain, Frank Stephan
CATS
2006
13 years 6 months ago
Learnability of Term Rewrite Systems from Positive Examples
Learning from examples is an important characteristic feature of intelligence in both natural and artificial intelligent agents. In this paper, we study learnability of term rewri...
M. R. K. Krishna Rao
LATA
2009
Springer
14 years 1 days ago
Hypothesis Spaces for Learning
In this paper we survey some results in inductive inference showing how learnability of a class of languages may depend on hypothesis space chosen. We also discuss results which co...
Sanjay Jain
COLT
2001
Springer
13 years 9 months ago
Robust Learning - Rich and Poor
A class C of recursive functions is called robustly learnable in the sense I (where I is any success criterion of learning) if not only C itself but even all transformed classes ...
John Case, Sanjay Jain, Frank Stephan, Rolf Wiehag...